The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-04-02"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "1013157 (up from 932605 yesterday: 8.64 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "52983 (up from 46809 yesterday: 13.19 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 5.23



In- Depth Country Wise Stats (With Atleast 100 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed TotalDeaths FatalityRate
US 243453 5926 2.43
Italy 115242 13915 12.07
Spain 112065 10348 9.23
Germany 84794 1107 1.31
China 82432 3322 4.03
France 59929 5398 9.01
Iran 50468 3160 6.26
United Kingdom 34173 2926 8.56
Switzerland 18827 536 2.85
Turkey 18135 356 1.96
Belgium 15348 1011 6.59
Netherlands 14788 1341 9.07
Canada 11284 139 1.23
Austria 11129 158 1.42
Korea, South 9976 169 1.69
Portugal 9034 209 2.31
Brazil 8044 324 4.03
Israel 6857 36 0.53
Sweden 5568 308 5.53
Norway 5147 50 0.97
Australia 5116 24 0.47
Czechia 3858 44 1.14
Ireland 3849 98 2.55
Denmark 3573 123 3.44
Russia 3548 30 0.85
Chile 3404 18 0.53
Ecuador 3163 120 3.79
Malaysia 3116 50 1.60
Poland 2946 57 1.93
Romania 2738 115 4.20
Philippines 2633 107 4.06
India 2543 72 2.83
Japan 2495 62 2.48
Luxembourg 2487 30 1.21
Pakistan 2421 34 1.40
Saudi Arabia 1885 21 1.11
Thailand 1875 15 0.80
Indonesia 1790 170 9.50
Greece 1544 53 3.43
Finland 1518 19 1.25
South Africa 1462 5 0.34
Peru 1414 55 3.89
Dominican Republic 1380 60 4.35
Mexico 1378 37 2.69
Iceland 1319 4 0.30
Panama 1317 32 2.43
Serbia 1171 31 2.65
Colombia 1161 19 1.64
Argentina 1133 36 3.18
Singapore 1049 4 0.38
United Arab Emirates 1024 8 0.78
Croatia 1011 7 0.69
Algeria 986 86 8.72
Qatar 949 3 0.32
Slovenia 897 17 1.90
Ukraine 897 22 2.45
Egypt 865 58 6.71
Estonia 858 11 1.28
New Zealand 797 1 0.13
Iraq 772 54 6.99
Diamond Princess 712 11 1.54
Morocco 708 44 6.21
Armenia 663 7 1.06
Lithuania 649 9 1.39
Bahrain 643 4 0.62
Hungary 585 21 3.59
Bosnia and Herzegovina 533 16 3.00
Moldova 505 6 1.19
Lebanon 494 16 3.24
Latvia 458 0 0.00
Bulgaria 457 10 2.19
Tunisia 455 14 3.08
Kazakhstan 435 3 0.69
Andorra 428 15 3.50
Slovakia 426 1 0.23
Azerbaijan 400 5 1.25
Costa Rica 396 2 0.51
North Macedonia 384 11 2.86
Cyprus 356 10 2.81
Uruguay 350 4 1.14
Kuwait 342 0 0.00
Taiwan* 339 5 1.47
Cameroon 306 7 2.29
Belarus 304 4 1.32
Jordan 299 5 1.67
Burkina Faso 288 16 5.56
Albania 277 16 5.78
Afghanistan 273 6 2.20
San Marino 245 30 12.24
Cuba 233 6 2.58
Vietnam 233 0 0.00
Oman 231 1 0.43
Honduras 219 14 6.39
Uzbekistan 205 2 0.98
Ghana 204 5 2.45
Malta 196 0 0.00
Senegal 195 1 0.51
Cote d’Ivoire 194 1 0.52
Nigeria 184 2 1.09
Mauritius 169 7 4.14
West Bank and Gaza 161 1 0.62
Sri Lanka 151 4 2.65
Venezuela 146 5 3.42
Montenegro 144 2 1.39
Congo (Kinshasa) 134 13 9.70
Georgia 134 0 0.00
Brunei 133 1 0.75
Kosovo 125 1 0.80
Bolivia 123 8 6.50
Kyrgyzstan 116 0 0.00
Cambodia 110 0 0.00
Kenya 110 3 2.73

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed Deaths FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 92506 2373 2.57 4755.22 121.98 1 in 210
New Jersey 25590 537 2.10 2881.05 60.46 1 in 347
Michigan 10791 417 3.86 1080.52 41.75 1 in 925
California 10773 238 2.21 272.65 6.02 1 in 3668
Louisiana 9159 310 3.38 1970.19 66.68 1 in 508
Florida 9008 164 1.82 419.41 7.64 1 in 2384
Massachusetts 8966 154 1.72 1290.16 22.16 1 in 775
Illinois 7695 163 2.12 607.25 12.86 1 in 1647
Pennsylvania 7268 90 1.24 567.72 7.03 1 in 1761
Washington 6389 271 4.24 839.01 35.59 1 in 1192
Georgia 5348 163 3.05 503.70 15.35 1 in 1985
Texas 5069 77 1.52 174.82 2.66 1 in 5720
Connecticut 3824 112 2.93 1072.56 31.41 1 in 932
Colorado 3342 80 2.39 580.34 13.89 1 in 1723
Indiana 3038 78 2.57 451.26 11.59 1 in 2216
Ohio 2901 81 2.79 248.18 6.93 1 in 4029
Tennessee 2845 36 1.27 416.35 5.27 1 in 2402
Maryland 2331 36 1.54 385.56 5.95 1 in 2594
North Carolina 1977 21 1.06 188.50 2.00 1 in 5305
Missouri 1857 22 1.18 302.57 3.58 1 in 3305
Wisconsin 1748 38 2.17 300.22 6.53 1 in 3331
Arizona 1715 32 1.87 225.22 4.20 1 in 4440
Virginia 1706 41 2.40 199.87 4.80 1 in 5003
South Carolina 1554 31 1.99 301.82 6.02 1 in 3313
Nevada 1463 38 2.60 474.98 12.34 1 in 2105
Alabama 1233 32 2.60 251.47 6.53 1 in 3977
Mississippi 1177 26 2.21 395.48 8.74 1 in 2529
Utah 1092 7 0.64 340.62 2.18 1 in 2936
Oklahoma 881 34 3.86 222.65 8.59 1 in 4491
Oregon 826 21 2.54 195.84 4.98 1 in 5106
Idaho 776 9 1.16 433.02 5.02 1 in 2309
Kentucky 770 31 4.03 172.35 6.94 1 in 5802
Minnesota 742 18 2.43 131.57 3.19 1 in 7601
Rhode Island 657 12 1.83 620.19 11.33 1 in 1612
District of Columbia 653 12 1.84 925.26 17.00 1 in 1081
Arkansas 643 12 1.87 213.07 3.98 1 in 4693
Iowa 614 11 1.79 194.61 3.49 1 in 5139
Kansas 553 12 2.17 189.82 4.12 1 in 5268
Delaware 393 12 3.05 403.59 12.32 1 in 2478
New Mexico 388 6 1.55 185.04 2.86 1 in 5404
Maine 376 7 1.86 279.72 5.21 1 in 3575
Vermont 338 17 5.03 541.68 27.24 1 in 1846
New Hampshire 316 3 0.95 232.40 2.21 1 in 4303
Puerto Rico 316 12 3.80 98.94 3.76 1 in 10107
Hawaii 256 1 0.39 180.81 0.71 1 in 5531
Nebraska 246 5 2.03 127.17 2.58 1 in 7863
Montana 241 6 2.49 225.49 5.61 1 in 4435
West Virginia 216 2 0.93 120.86 1.12 1 in 8274
South Dakota 165 2 1.21 186.51 2.26 1 in 5362
North Dakota 159 3 1.89 208.64 3.94 1 in 4793
Wyoming 150 0 0.00 259.18 0.00 1 in 3858
Alaska 143 3 2.10 195.48 4.10 1 in 5116
Guam 82 3 3.66 494.82 18.10 1 in 2021
Virgin Islands 30 0 0.00 NA NA 1 in NA
Northern Mariana Islands 6 1 16.67 108.71 18.12 1 in 9199
Recovered 0 0 NaN NA NA 1 in NA

In Depth India Stats (State Wise Figures)

Confirmed Cases (States of India)

Detected.State Confirmed
Maharashtra 423
Tamil Nadu 309
Delhi 293
Kerala 286
Telangana 154
Andhra Pradesh 149
Rajasthan 133
Uttar Pradesh 126
Karnataka 124
Madhya Pradesh 107
Gujarat 88
Jammu and Kashmir 70
West Bengal 53
Haryana 49
Punjab 47
Bihar 29
Chandigarh 18
Assam 16
Ladakh 13
Andaman and Nicobar Islands 10
Uttarakhand 10
Chhattisgarh 9
Himachal Pradesh 6
Goa 5
Odisha 5
Puducherry 5
Jharkhand 2
Manipur 2
Arunachal Pradesh 1
Mizoram 1

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region HospitalizedWithSymptoms IntensiveCare HomeIsolation ActiveCases Discharged_Healed Deceased Confirmations Swabs FatalityRate ConfirmationRate
Lombardia 11762 1351 12763 25876 12229 7960 46065 128286 17.28 35.91
Emilia-Romagna 3944 366 7549 11859 1663 1811 15333 60507 11.81 25.34
Piemonte 3341 453 5005 8799 571 983 10353 32100 9.49 32.25
Veneto 1670 345 6563 8578 1001 532 10111 120320 5.26 8.40
Toscana 1135 295 3359 4789 216 268 5273 40724 5.08 12.95
Marche 986 164 2405 3555 40 503 4098 12943 12.27 31.66
Liguria 1120 172 1368 2660 634 488 3782 12069 12.90 31.34
Lazio 1169 181 1529 2879 369 185 3433 41575 5.39 8.26
Campania 503 120 1517 2140 149 167 2456 17404 6.80 14.11
Puglia 645 118 1101 1864 69 144 2077 16554 6.93 12.55
P.A. Trento 339 78 1170 1587 229 187 2003 8496 9.34 23.58
Friuli Venezia Giulia 199 60 1035 1294 376 129 1799 17121 7.17 10.51
Sicilia 503 73 1030 1606 92 93 1791 17833 5.19 10.04
Abruzzo 341 75 835 1251 113 133 1497 10647 8.88 14.06
P.A. Bolzano 279 60 821 1160 190 129 1479 12677 8.72 11.67
Umbria 171 47 667 885 205 38 1128 9737 3.37 11.58
Sardegna 117 24 577 718 36 40 794 5970 5.04 13.30
Calabria 163 19 445 627 23 41 691 10679 5.93 6.47
Valle d’Aosta 85 25 446 556 49 63 668 1934 9.43 34.54
Basilicata 38 19 176 233 3 10 246 2427 4.07 10.14
Molise 30 8 95 133 21 11 165 1229 6.67 13.43

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Quebec 5518 36 0.65
Ontario 2793 53 1.90
British Columbia 1121 31 2.77
Alberta 969 13 1.34
Saskatchewan 206 3 1.46
Nova Scotia 193 0 0.00
Newfoundland and Labrador 183 1 0.55
Manitoba 167 1 0.60
New Brunswick 91 0 0.00
Prince Edward Island 22 0 0.00
Grand Princess 13 0 0.00
Yukon 6 0 0.00
Northwest Territories 2 0 0.00
Diamond Princess 0 1 Inf
Recovered 0 0 NaN

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67802 3199 4.72
Guangdong 1507 8 0.53
Henan 1276 22 1.72
Zhejiang 1258 1 0.08
Hunan 1019 4 0.39
Anhui 990 6 0.61
Jiangxi 937 1 0.11
Hong Kong 802 4 0.50
Shandong 775 7 0.90
Jiangsu 647 0 0.00
Beijing 582 8 1.37
Chongqing 579 6 1.04
Sichuan 554 3 0.54
Shanghai 522 6 1.15
Heilongjiang 488 13 2.66
Fujian 345 1 0.29
Hebei 325 6 1.85
Shaanxi 255 3 1.18
Guangxi 254 2 0.79
Yunnan 183 2 1.09
Tianjin 176 3 1.70
Hainan 168 6 3.57
Guizhou 146 2 1.37
Liaoning 141 2 1.42
Gansu 138 2 1.45
Shanxi 137 0 0.00
Inner Mongolia 117 1 0.85
Jilin 98 1 1.02
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 41 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 744.05 18.11 1 in 1344
Italy 1905.46 230.08 1 in 525
Spain 2401.74 221.77 1 in 416
Germany 1024.21 13.37 1 in 976
China 59.47 2.40 1 in 16814
France 894.60 80.58 1 in 1118
Iran 621.83 38.94 1 in 1608
United Kingdom 514.34 44.04 1 in 1944
Switzerland 2196.85 62.54 1 in 455
Turkey 224.42 4.41 1 in 4456
Belgium 1346.32 88.68 1 in 743
Netherlands 860.77 78.06 1 in 1162
Canada 300.19 3.70 1 in 3331
Austria 1261.51 17.91 1 in 793
Korea, South 193.82 3.28 1 in 5159
Portugal 877.94 20.31 1 in 1139
Brazil 38.43 1.55 1 in 26019
Israel 787.08 4.13 1 in 1271
Sweden 550.20 30.43 1 in 1818
Norway 958.83 9.31 1 in 1043

Data Sources: 1. Github Repos: CSSEGISandData and pcm-dpc